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Advances, Systems and Applications

Table 5 The percentage of improvement in different applications' execution time

From: CLQLMRS: improving cache locality in MapReduce job scheduling using Q-learning

Application

Delay

ACL

CLQLMRS

WordCount

12.72%

28.82%

36.88%

Sort

7%

20%

28.65%

TeraSort

8%

18.45%

22%

Join

11.29%

19.26%

28.48%

Aggregation

4.69%

10.48%

16.72%